Stop bad actors as they emerge

SafetyKit's AI agents evaluate all of the user activity on your platform and investigate cases end-to-end to stop scams and abuse.

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Deployed at Scale by
Grindr
UpworkCase study
Etsy
Depop
Lime
Lyft
Block
Square
Faire
EventbriteCase study
Discord
Character.ai
Kickstarter
Patreon
The problem
01 DISCOVER A NEW ATTACK
→
02 IDENTIFY THE FIX
→
03 PATCH YOUR DEFENSES
→
04 BAD ACTORS ADAPT

Bad actors are constantly evolving their behavior and tactics.
As a result, your team is stuck in a reactive cycle mitigating damage that’s already happened.

HOW IT WORKS

AI agents to stop bad actors at scale.

SafetyKit provides platforms with the data infrastructure and AI agents to evaluate all of their user activity and investigate any cases that warrant it – from start to finish.

01

Ingest

SafetyKit ingests every user action via a lightweight SDK and API.

02

Connect

SafetyKit's models map the connections across every user, action, interaction, and content item.

03

Evaluate

Behavior models analyze user behavior for signals of fraud and abuse, recalibrating in real-time as new signals arrive.

04

Investigate & Act

Agents automatically investigate cases – resolving the majority and escalating only what needs human judgement.

WHY SAFETYKIT

Built for constantly changing threats.

Evaluate the whole user, not just the event

SafetyKit evaluates the whole user across every action with full context to detect harmful behavior that is often hidden or missed.

Get ahead of new bad actors and patterns

Models are fine-tuned to your platform and recalibrate in real-time, proactively surfacing bad actors and patterns – even ones you weren't looking for.

Decisions you can trust

Every agent decision comes with a clear, reviewable explanation. Chat with agents to dig deeper, provide feedback, or manage what you want to be escalated.

Putting network intelligence to work

New attacks and patterns detected anywhere across SafetyKit's network automatically become protection for your platform.

COMPLETE COVERAGE

One set of agents.
All types of bad behavior.

SafetyKit's agents learn what good and bad behavior looks like on your platform, so they can identify, investigate, and act on a wide range of unwanted activity.

  • Account takeover
  • Multi-accounting
  • Fake accounts and listings
  • Phishing
  • Spam
  • Harmful content
  • Scams
  • And more
CASE STUDIES

See how SafetyKit performs on real platforms.

Learn how leading platforms deploy SafetyKit to automate their reviews and keep their users safer at scale.

See how Upwork automates the review of all job posts with SafetyKit before they go live, improving quality while reducing costs and manual review load.

See how Eventbrite leverages SafetyKit's AI agents to monitor all events and activity on their platform.